{"id":"W4416790093","doi":"10.1080/00036846.2025.2593678","title":"In Whose Name? Joint Planning of Individual Retirement Savings in Korea","year":2025,"lang":"en","type":"article","venue":"Applied Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Joint (building); Retirement planning; Work (physics); Financial plan","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009544257,0.0001380461,0.0002246264,0.0006348639,0.0005674338,0.001207855,0.0003663619,0.0002346995,0.005715275],"category_scores_gemma":[0.001780823,0.0002242004,0.0002294058,0.0009185851,0.0002587842,0.001238437,0.0007572885,0.0003755021,0.000408015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355337,"about_ca_system_score_gemma":0.0008862824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608298,"about_ca_topic_score_gemma":0.02768959,"domain_scores_codex":[0.9996738,0.0001066354,0.00001705699,0.00006342858,0.00003053424,0.0001085531],"domain_scores_gemma":[0.9993346,0.0001834929,0.0002472577,0.00003391761,0.00005401926,0.0001466035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005474006,0.0003931119,0.8111504,0.0001075855,0.0001294228,0.001583043,0.009615924,0.02654779,0.001457529,0.03502393,0.00436865,0.1090752],"study_design_scores_gemma":[0.00005037865,0.0003212624,0.7521024,0.0001223574,0.0001320902,0.000562148,0.07909984,0.1112364,0.001912977,0.0335288,0.02082348,0.0001077329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954685,0.0001098519,0.000956747,0.0001560581,0.00000304473,0.0000145418,0.0001916451,0.000004534191,0.003095003],"genre_scores_gemma":[0.9984664,0.00004580755,0.0003226477,0.0000106082,7.9349e-7,0.000005630506,0.00008109541,0.000001900436,0.001065141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608298,"threshold_uncertainty_score":0.03197873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783232009214554,"score_gpt":0.2267606171598083,"score_spread":0.2089282970676627,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}